{"id":5700,"date":"2026-05-06T08:59:01","date_gmt":"2026-05-06T00:59:01","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/?p=5700"},"modified":"2026-05-06T08:59:02","modified_gmt":"2026-05-06T00:59:02","slug":"%e4%b8%80%e5%bc%a0%e8%a1%a8%e7%9c%8b%e6%87%82%ef%bc%9anvidia-h100%e3%80%81a100%e4%b8%8e%e5%9b%bd%e4%ba%a7%e7%ae%97%e5%8a%9b%e5%8d%a1%e7%9a%84%e6%80%a7%e8%83%bd%e5%ae%9a%e4%bd%8d%e5%b7%ae%e5%bc%82","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/5700","title":{"rendered":"\u4e00\u5f20\u8868\u770b\u61c2\uff1aNVIDIA H100\u3001A100\u4e0e\u56fd\u4ea7\u7b97\u529b\u5361\u7684\u6027\u80fd\u5b9a\u4f4d\u5dee\u5f02"},"content":{"rendered":"\n

\u524d\u8a00\uff1a\u7b97\u529b\u7ade\u4e89\u8fdb\u5165\u591a\u5143\u5316\uff0c\u6027\u80fd\u5b9a\u4f4d\u51b3\u5b9a\u9009\u578b\u903b\u8f91<\/h2>\n\n\n\n

\u5728\u7b97\u529b\u5373\u751f\u4ea7\u529b\u7684\u65f6\u4ee3\uff0c\u6570\u636e\u4e2d\u5fc3GPU\u5df2\u6210\u4e3aAI\u8bad\u7ec3\u3001\u79d1\u5b66\u8ba1\u7b97\u3001\u5927\u6570\u636e\u5206\u6790\u7684\u6838\u5fc3\u5f15\u64ce\uff0cNVIDIA H100\u3001A100\u957f\u671f\u5360\u636e\u9ad8\u7aef\u5e02\u573a\u4e3b\u5bfc\u5730\u4f4d\uff0c\u800c\u56fd\u4ea7\u7b97\u529b\u5361\u5728\u653f\u7b56\u6276\u6301\u4e0e\u6280\u672f\u8fed\u4ee3\u4e0b\u5feb\u901f\u5d1b\u8d77\uff0c\u5f62\u6210\u201c\u9ad8\u7aef\u5f15\u9886\u3001\u4e2d\u7aef\u8ffd\u8d76\u3001\u573a\u666f\u9002\u914d\u201d\u7684\u7ade\u4e89\u683c\u5c40\u3002<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u6838\u5fc3\u5bf9\u6bd4\uff1a\u4e00\u5f20\u8868\u770b\u61c2\u4e09\u7c7b\u7b97\u529b\u5361\u6838\u5fc3\u53c2\u6570\u4e0e\u5b9a\u4f4d<\/h2>\n\n\n\n
\u4ea7\u54c1\u578b\u53f7<\/th>\u5236\u7a0b\u5de5\u827a<\/th>FP16\u5cf0\u503c\u7b97\u529b\uff08TFLOPS\uff09<\/th>\u663e\u5b58\u5bb9\u91cf\/\u5e26\u5bbd<\/th>\u6838\u5fc3\u67b6\u6784<\/th>\u529f\u8017\uff08W\uff09<\/th>\u6838\u5fc3\u5b9a\u4f4d<\/th>\u5178\u578b\u5e94\u7528\u573a\u666f<\/th><\/tr><\/thead>
NVIDIA H100<\/td>4nm<\/td>330<\/td>80GB HBM3e \/ 3350GB\/s<\/td>Hopper<\/td>700<\/td>\u9ad8\u7aef\u65d7\u8230\uff0c\u7b97\u529b\u5929\u82b1\u677f<\/td>\u4e07\u4ebf\u53c2\u6570\u5927\u6a21\u578b\u8bad\u7ec3\u3001\u8d85\u5927\u89c4\u6a21HPC\u3001\u91cf\u5b50\u8ba1\u7b97\u6a21\u62df<\/td><\/tr>
NVIDIA A100<\/td>7nm<\/td>312<\/td>80GB HBM2e \/ 1935GB\/s<\/td>Ampere<\/td>400<\/td>\u4e2d\u9ad8\u7aef\u4e3b\u529b\uff0c\u6027\u4ef7\u6bd4\u6807\u6746<\/td>\u767e\u4ebf-\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u3001AI\u63a8\u7406\u3001\u5de5\u4e1a\u4eff\u771f<\/td><\/tr>
\u534e\u4e3a\u6607\u817e910B<\/td>7nm<\/td>376<\/td>64GB HBM2 \/ 392GB\/s<\/td>\u8fbe\u82ac\u5947<\/td>350<\/td>\u56fd\u4ea7\u9ad8\u7aef\uff0c\u5747\u8861\u9002\u914d<\/td>\u4e2d\u5927\u89c4\u6a21AI\u8bad\u7ec3\u3001\u81ea\u52a8\u9a7e\u9a76\u7b97\u6cd5\u7814\u53d1\u3001\u653f\u52a1\u6570\u636e\u5904\u7406<\/td><\/tr>
\u6d77\u5149K100 AI\u7248<\/td>7nm<\/td>196<\/td>64GB HBM2 \/ 896GB\/s<\/td>\u901a\u7528\u67b6\u6784<\/td>350<\/td>\u56fd\u4ea7\u4e2d\u7aef\uff0c\u663e\u5b58\u5bc6\u96c6\u578b\u9002\u914d<\/td>\u663e\u5b58\u5bc6\u96c6\u578b\u8bad\u7ec3\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u3001\u98de\u6868\u6846\u67b6\u9002\u914d\u573a\u666f<\/td><\/tr>
\u5bd2\u6b66\u7eaaMLU590<\/td>7nm<\/td>314<\/td>80GB HBM2e \/ 2000GB\/s<\/td>MLUv02<\/td>350<\/td>\u56fd\u4ea7\u9ad8\u7aef\uff0c\u5206\u5e03\u5f0f\u8ba1\u7b97\u4f18\u52bf<\/td>\u5206\u5e03\u5f0fAI\u8bad\u7ec3\u3001\u5927\u89c4\u6a21\u6570\u636e\u541e\u5410\u3001\u7aef\u4e91\u4e00\u4f53\u573a\u666f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

\u5206\u7ef4\u5ea6\u89e3\u6790\uff1a\u6027\u80fd\u5dee\u5f02\u80cc\u540e\u7684\u5b9a\u4f4d\u903b\u8f91<\/h2>\n\n\n\n

1. \u7b97\u529b\u5c42\u7ea7\uff1a\u4e09\u5206\u5929\u4e0b\uff0c\u5404\u6709\u4fa7\u91cd<\/h3>\n\n\n\n

\u4eceFP16\u5cf0\u503c\u7b97\u529b\u6765\u770b\uff0c\u534e\u4e3a\u6607\u817e910B\uff08376 TFLOPS\uff09\u7565\u9ad8\u4e8eH100\uff08330 TFLOPS\uff09\uff0c\u5bd2\u6b66\u7eaaMLU590\uff08314 TFLOPS\uff09\u4e0eA100\uff08312 TFLOPS\uff09\u57fa\u672c\u6301\u5e73\uff0c\u6d77\u5149K100 AI\u7248\uff08196 TFLOPS\uff09\u5b9a\u4f4d\u4e2d\u7aef\u3002\u4f46\u7b97\u529b\u5e76\u975e\u552f\u4e00\u6838\u5fc3\uff0cH100\u51ed\u501fHopper\u67b6\u6784\u7684Transformer\u5f15\u64ce\uff0c\u5728\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\u4e2d\u901f\u5ea6\u8f83A100\u63d0\u534730\u500d\uff0c\u800c\u56fd\u4ea7\u5361\u66f4\u4fa7\u91cd\u9002\u914d\u56fd\u5185AI\u6846\u67b6\u4e0e\u573a\u666f\u9700\u6c42\uff0c\u5982\u6607\u817e910B\u517c\u5bb9MindSpore\uff0c\u6d77\u5149K100 AI\u7248\u652f\u6301CUDA\/ROCM\u751f\u6001\uff0c\u65e0\u9700\u8f6c\u7801\u5373\u53ef\u76f4\u63a5\u7f16\u8bd1\u8fd0\u884c\u3002<\/p>\n\n\n\n

2. \u663e\u5b58\u4e0e\u5e26\u5bbd\uff1a\u51b3\u5b9a\u573a\u666f\u9002\u914d\u4e0a\u9650<\/h3>\n\n\n\n

\u663e\u5b58\u5bb9\u91cf\u4e0e\u5e26\u5bbd\u76f4\u63a5\u5f71\u54cd\u5927\u6a21\u578b\u8bad\u7ec3\u6548\u7387\uff0cH100\u768480GB HBM3e\u663e\u5b58\u30013350GB\/s\u5e26\u5bbd\uff0c\u53ef\u8f7b\u677e\u627f\u8f7dGPT-4\u7b49\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\uff1bA100\u768480GB HBM2e\u663e\u5b58\u30011935GB\/s\u5e26\u5bbd\uff0c\u9002\u914d\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff1b\u56fd\u4ea7\u5361\u4e2d\uff0c\u5bd2\u6b66\u7eaaMLU590\u4ee52000GB\/s\u5e26\u5bbd\u4f18\u52bf\uff0c\u5728\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e2d\u8868\u73b0\u7a81\u51fa\uff0c\u6d77\u5149K100 AI\u7248\u7684896GB\/s\u5e26\u5bbd\uff0c\u66f4\u9002\u5408\u663e\u5b58\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u6607\u817e910B\u7684392GB\/s\u5e26\u5bbd\u5219\u53ef\u6ee1\u8db3\u4e2d\u5927\u89c4\u6a21\u8bad\u7ec3\u9700\u6c42\u3002<\/p>\n\n\n\n

3. \u529f\u8017\u4e0e\u80fd\u6548\uff1a\u56fd\u4ea7\u5361\u66f4\u5177\u4f18\u52bf<\/h3>\n\n\n\n

\u529f\u8017\u65b9\u9762\uff0cH100\uff08700W\uff09\uff1eA100\uff08400W\uff09\uff1e\u56fd\u4ea7\u5361\uff08350W\uff09\uff0c\u56fd\u4ea7\u7b97\u529b\u5361\u5728\u529f\u8017\u63a7\u5236\u4e0a\u8868\u73b0\u66f4\u4f18\uff0c\u6607\u817e910B\u3001\u6d77\u5149K100 AI\u7248\u3001\u5bd2\u6b66\u7eaaMLU590\u5747\u4e3a350W\uff0c\u5728\u76f8\u540c\u7b97\u529b\u8f93\u51fa\u4e0b\uff0c\u80fd\u6548\u6bd4\u9ad8\u4e8eNVIDIA\u4e24\u6b3e\u4ea7\u54c1\u3002\u5176\u4e2d\uff0c\u5929\u6570\u667a\u82af\u667a\u94e0100\uff08\u672a\u5217\u5165\u8868\u683c\uff09\u529f\u8017\u4ec5150W\uff0cFP16\u63a8\u7406\u7b97\u529b\u8fbe200 TFLOPS\uff0c\u662f\u4f4e\u529f\u8017\u63a8\u7406\u573a\u666f\u7684\u4f18\u9009\u3002<\/p>\n\n\n\n

\u573a\u666f\u843d\u5730\uff1a\u9009\u578b\u903b\u8f91\u4e0e\u661f\u5b87\u667a\u7b97\u7684\u9002\u914d\u4ef7\u503c<\/h2>\n\n\n\n

\u4e0d\u540c\u7b97\u529b\u5361\u7684\u5b9a\u4f4d\u7684\u5dee\u5f02\uff0c\u51b3\u5b9a\u4e86\u5176\u573a\u666f\u9002\u914d\u65b9\u5411\uff1aH100\u9762\u5411\u8d85\u5927\u578b\u79d1\u6280\u4f01\u4e1a\u3001\u9876\u5c16\u79d1\u7814\u673a\u6784\uff0c\u7528\u4e8e\u524d\u6cbf\u5927\u6a21\u578b\u7814\u53d1\uff1bA100\u9762\u5411\u4e2d\u578b\u4f01\u4e1a\u3001\u9ad8\u6821\uff0c\u517c\u987e\u8bad\u7ec3\u4e0e\u63a8\u7406\uff0c\u6027\u4ef7\u6bd4\u7a81\u51fa\uff1b\u56fd\u4ea7\u7b97\u529b\u5361\u5219\u805a\u7126\u56fd\u5185\u4fe1\u521b\u573a\u666f\u3001\u884c\u4e1a\u4e13\u7528\u9700\u6c42\uff0c\u51ed\u501f\u751f\u6001\u9002\u914d\u4f18\u52bf\uff0c\u6210\u4e3a\u56fd\u4ea7\u5316\u66ff\u4ee3\u7684\u6838\u5fc3\u9009\u62e9\u3002<\/p>\n\n\n\n

\u4f5c\u4e3a\u4e13\u6ce8\u4e8eAI\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u4e0e\u89e3\u51b3\u65b9\u6848\u7684\u670d\u52a1\u5546\uff0c\u661f\u5b87\u667a\u7b97\u6784\u5efa\u4e86\u6db5\u76d6H100\u3001A100\u53ca\u56fd\u4ea7\u4e3b\u6d41\u7b97\u529b\u5361\u7684\u4e91\u7aef\u79df\u8d41\u5e73\u53f0\uff0c\u805a\u5408\u5168\u7cfb\u5217\u9ad8\u6027\u80fdGPU\u8d44\u6e90\uff0c\u9002\u914d\u4e0d\u540c\u7528\u6237\u9700\u6c42\uff1a\u9488\u5bf9\u9ad8\u7aef\u8bad\u7ec3\u573a\u666f\uff0c\u63d0\u4f9bH100\u5355\u5361\u53ca\u96c6\u7fa4\u670d\u52a1\uff0cFP16\u7b97\u529b\u8fbe330 TFLOPs\uff0c\u652f\u6301\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u8bad\u7ec3\uff1b\u9488\u5bf9\u4e2d\u7aef\u9700\u6c42\uff0c\u63d0\u4f9bA100\u3001\u6607\u817e910B\u7b49\u7b97\u529b\u65b9\u6848\uff0c\u6708\u79df\u91d1\u8f83\u884c\u4e1a\u5747\u4ef7\u4f4e20%-22%\uff1b\u9488\u5bf9\u8f7b\u91cf\u63a8\u7406\u3001\u79d1\u7814\u5b9e\u9a8c\u573a\u666f\uff0c\u6574\u5408\u6d77\u5149K100\u3001\u5bd2\u6b66\u7eaaMLU590\u7b49\u8d44\u6e90\uff0c\u63d0\u4f9b\u7075\u6d3b\u8ba1\u8d39\u6a21\u5f0f\uff0c\u5927\u5e45\u964d\u4f4e\u7b97\u529b\u83b7\u53d6\u95e8\u69db\u3002<\/p>\n\n\n\n

\u661f\u5b87\u667a\u7b97\u540c\u65f6\u63d0\u4f9b7\u00d724\u5c0f\u65f6\u6280\u672f\u652f\u6301\uff0c\u9884\u7f6e500+\u5de5\u4e1a\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u652f\u6301\u4e3b\u6d41AI\u6846\u67b6\u4e00\u952e\u90e8\u7f72\uff0c\u5c06\u73af\u5883\u8c03\u8bd5\u5468\u671f\u7f29\u77ed\u81f31\u5929\u5185\uff0c\u8ba9\u7528\u6237\u65e0\u9700\u5173\u6ce8\u5e95\u5c42\u8fd0\u7ef4\uff0c\u4e13\u6ce8\u6838\u5fc3\u7814\u53d1\uff0c\u5176\u201cPaaS\u5e73\u53f0+\u81ea\u8425\u7cbe\u54c1SaaS+\u5f00\u653e\u751f\u6001\u201d\u6a21\u5f0f\uff0c\u5b9e\u73b0\u4e86\u7b97\u529b\u8d44\u6e90\u7684\u666e\u60e0\u6613\u7528\u3002<\/p>\n\n\n\n

\u603b\u7ed3\uff1a\u56fd\u4ea7\u7a81\u56f4\uff0c\u7b97\u529b\u683c\u5c40\u8d70\u5411\u591a\u5143\u5316<\/h2>\n\n\n\n

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